Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9457901 0.9588724 0.9927568 0.9395924
bt 0.7543253 0.9906434 0.8217594 0.5001195
maxnet 0.6551326 0.9707831 0.7496504 0.3894699
gam 0.7301038 NA NA NA
glm 0.6712803 NA NA NA

Variable Importance